Adenosine Shifts Plasticity Regimes between Associative and Homeostatic by Modulating Heterosynaptic Changes

被引:18
作者
Bannon, Nicholas M. [1 ]
Chistiakova, Marina [1 ]
Chen, Jen-Yung [2 ]
Bazhenov, Maxim [2 ]
Volgushev, Maxim [1 ]
机构
[1] Univ Connecticut, Dept Psychol Sci, Babbidge Rd 406, Storrs, CT 06269 USA
[2] Univ Calif San Diego, Dept Med, La Jolla, CA 92093 USA
基金
美国国家卫生研究院;
关键词
adenosine; heterosynaptic plasticity; learning rules; neuron models; synaptic plasticity; visual cortex; LONG-TERM POTENTIATION; TIMING-DEPENDENT PLASTICITY; SYNAPTIC PLASTICITY; RAT NEOCORTEX; NITRIC-OXIDE; LAYER; 2/3; SLEEP-DEPRIVATION; NEURONAL-ACTIVITY; SLOW OSCILLATION; AUDITORY-CORTEX;
D O I
10.1523/JNEUROSCI.2984-16.2016
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Endogenous extracellular adenosine level fluctuates in an activity-dependent manner and with sleep-wake cycle, modulating synaptic transmission and short-term plasticity. Hebbian-type long-term plasticity introduces intrinsic positive feedback on synaptic weight changes, making them prone to runaway dynamics. We previously demonstrated that co-occurring, weight-dependent heterosynaptic plasticity can robustly prevent runaway dynamics. Here we show that at neocortical synapses in slices from rat visual cortex, adenosine modulates the weight dependence of heterosynaptic plasticity: blockade of adenosine A(1) receptors abolished weight dependence, while increased adenosine level strengthened it. Using model simulations, we found that the strength of weight dependence determines the ability of heterosynaptic plasticity to prevent runaway dynamics of synaptic weights imposed by Hebbian-type learning. Changing the weight dependence of heterosynaptic plasticity within an experimentally observed range gradually shifted the operating point of neurons between an unbalancing regime dominated by associative plasticity and a homeostatic regime of tightly constrained synaptic changes. Because adenosine tone is a natural correlate of activity level (activity increases adenosine tone) and brain state (elevated adenosine tone increases sleep pressure), modulation of heterosynaptic plasticity by adenosine represents an endogenous mechanism that translates changes of the brain state into a shift of the regime of synaptic plasticity and learning. We speculate that adenosine modulation may provide a mechanism for fine-tuning of plasticity and learning according to brain state and activity.
引用
收藏
页码:1439 / 1452
页数:14
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